Provided herein, in some aspects, are delivery vehicles comprising a glycosphingolipid and an agent to be delivered attached to the glycosphingolipid. In some embodiments, the glycosphingolipid comprises an oligosaccharide and a short chain (e.g., C0-C3) ceramide. In some embodiments, the agent to be delivered is a therapeutic agent. The glycosphingolipid is able to deliver the agent to a cell or to a cellular compartment, as well as across the musical barrier. In some embodiments, agents delivered using the glycosphingolipid described herein exhibit longer half-life, compared to agents delivered alone. Methods of delivering a therapeutic agent to a subject for treating a disease using the glycosphingolipid delivery vehicle are also provided.